Author

Pachamuthu Balakrishnan

Meenakshi Academy of Higher Education and ResearchORCID 0000-0002-1710-9155Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Approach:machine learning (classical)· 1 Organism:virus· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Aswini Jayaraman· 1 shared Deepak JayakumariD· 1 shared Esaki Muthu ShankariD· 1 shared Kaushika Anandharaman· 1 shared Marie LarssoniD· 1 shared Pradeesh Selvam· 1 shared Sathish SankariD· 1 shared Sivadoss RajuiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperGenomics

Aswini Jayaraman

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Genomic Evolution of SARS-CoV-2 Delta Variants Pre- and Post-Omicron Emergence using Alignment-free Machine Learning models

Sathish Sankar, Kaushika Anandharaman, Pradeesh Selvam, Aswini Jayaraman, Deepak Jayakumar, Pachamuthu Balakrishnan, Marie Larsson, Vijayakumar Velu, Sivadoss Raju, Esaki Muthu Shankar

This study uses alignment-free machine learning to analyze SARS-CoV-2 Delta variant spike gene sequences before and after Omicron, identifying genomic changes and distinguishing the two groups with high accuracy.

PLoS ONE · Mar 19, 2026Peer-reviewedGenomics